Table 1. Identification of 70 metabolites from the control and inoculated leaves and the determination of 16 significantly regulated metabolites associated with P. medicaginis infection.
No. | Compound | RT (min) | Characteristic fragment | Similarity | Inoculated group | Control group | p | VIP |
---|---|---|---|---|---|---|---|---|
1 | Glycineab | 10.452 | 102 | 90 | 0.025±0.001 | 0.035±0.002 | 0.001 | 1.199 |
2 | Leucineab | 14.581 | 158 | 95 | 0.270±0.016 | 0.362±0.020 | 0.001 | 1.214 |
3 | Isoleucineab | 15.124 | 158 | 92 | 0.475±0.030 | 0.768±0.050 | 0.001 | 1.426 |
4 | Tyrosineab | 27.909 | 218 | 96 | 0.119±0.011 | 0.228±0.013 | 0.001 | 1.577 |
5 | Methionineab | 20.166 | 176 | 94 | 0.018±0.005 | 0.066±0.006 | 0.001 | 1.532 |
6 | 5-oxoprolineab | 20.233 | 156 | 95 | 0.161±0.011 | 0.121±0.006 | 0.001 | 1.146 |
7 | Lysineab | 23.843 | 156 | 96 | 0.070±0.004 | 0.093±0.006 | 0.001 | 1.088 |
8 | GABAab | 15.201 | 102 | 90 | 0.149±0.016 | 0.398±0.055 | 0.001 | 1.204 |
9 | 2-pyrrolidinonea | 11.037 | 142 | 92 | 0.029±0.003 | 0.050±0.002 | 0.001 | 1.592 |
10 | Myoinositola | 28.399 | 217 | 85 | 0.155±0.016 | 0.263±0.018 | 0.001 | 1.258 |
29.109 | 217 | 80 | ||||||
11 | Inositol 1,3,4,5,6-pentakisphosphatea | 30.537 | 554 | 85 | 0.197±0.016 | 0.380±0.047 | 0.001 | 1.142 |
12 | Sucrosea | 37.348 | 361 | 94 | 1.919±0.197 | 3.285±0.252 | 0.001 | 1.285 |
13 | Malatea | 19.653 | 233 | 91 | 1.585±0.058 | 0.940±0.082 | 0.001 | 1.556 |
14 | Malonic acida | 12.828 | 233 | 95 | 0.117±0.014 | 0.381±0.041 | 0.001 | 1.549 |
15 | Palmitic acidab | 29.374 | 313 | 95 | 0.530±0.023 | 0.339±0.022 | 0.001 | 1.442 |
16 | Stearic acidab | 32.325 | 341 | 99 | 0.537±0.028 | 0.327±0.030 | 0.001 | 1.321 |
17 | Acetic acid, hydroxy-a | 9.232 | 205 | 92 | 0.014±0.000 | 0.012±0.000 | 0.001 | 0.901 |
18 | Pyruvic acid a | 9.601 | 217 | 93 | 0.014±0.001 | 0.011±0.001 | 0.001 | 0.95 |
19 | Alanineab | 10.025 | 116 | 93 | 0.276±0.013 | 0.297±0.017 | 0.163 | 0.762 |
20 | Ethanedioic acida | 10.867 | 190 | 94 | 0.016±0.001 | 0.018±0.001 | 0.004 | 0.834 |
21 | α-Aminobutyric acida | 11.949 | 130 | 88 | 0.022±0.002 | 0.022±0.002 | 0.907 | 0.776 |
22 | Ureaa | 12.250 | 261 | 86 | 0.034±0.002 | 0.028±0.002 | 0.038 | 0.989 |
23 | beta-Alaninea | 12.382 | 102 | 86 | 0.127±0.013 | 0.224±0.030 | 0.001 | 0.914 |
24 | Valineab | 13.174 | 144 | 89 | 1.094±0.088 | 1.057±0.083 | 0.408 | 0.820 |
25 | Benzoic acida | 13.792 | 179 | 80 | 0.081±0.009 | 0.120±0.010 | 0.001 | 0.986 |
26 | Phosphatea | 14.658 | 299 | 89 | 0.144±0.018 | 0.111±0.010 | 0.024 | 0.817 |
27 | Glycerola | 14.724 | 205 | 93 | 0.327±0.022 | 0.313±0.014 | 0.522 | 0.768 |
28 | Succinatea | 15.495 | 247 | 85 | 0.995±0.124 | 0.888±0.060 | 0.108 | 0.772 |
29 | Glyceric acida | 16.068 | 189 | 92 | 0.057±0.003 | 0.061±0.003 | 0.069 | 0.756 |
30 | Fumaratea | 16.270 | 245 | 83 | 0.020±0.001 | 0.022±0.001 | 0.086 | 0.735 |
31 | Pipecolic acida | 16.691 | 156 | 91 | 0.053±0.009 | 0.039±0.002 | 0.076 | 0.884 |
32 | Serineab | 16.805 | 204 | 91 | 1.106±0.066 | 1.122±0.065 | 0.747 | 0.723 |
33 | Threonineab | 17.420 | 218 | 95 | 0.670±0.049 | 0.670±0.047 | 1 | 0.799 |
34 | 2-Piperidone, amino-a | 18.833 | 128 | 80 | 0.045±0.004 | 0.051±0.004 | 0.004 | 0.827 |
35 | 2,2-hydroxymalonate a | 19.028 | 308 | 95 | 0.058±0.003 | 0.072±0.003 | 0.001 | 0.801 |
36 | Aspartic acidab | 20.256 | 232 | 94 | 0.737±0.130 | 0.487±0.022 | 0.022 | 0.906 |
37 | Threonic acida | 21.248 | 292 | 95 | 0.147±0.008 | 0.169±0.006 | 0.001 | 0.946 |
38 | Threo-2-pentulosea | 21.703 | 306 | 80 | 1.575±0.098 | 1.369±0.073 | 0.03 | 0.864 |
39 | Ornithineab | 22.122 | 142 | 91 | 0.260±0.032 | 0.297±0.027 | 0.112 | 0.801 |
40 | Glutamic acidab | 22.235 | 246 | 94 | 0.368±0.017 | 0.360±0.020 | 0.742 | 0.517 |
41 | Phenylalanineab | 22.335 | 192 | 94 | 0.792±0.070 | 0.917±0.074 | 0.018 | 0.886 |
42 | Arabitola | 22.938 | 147 | 80 | 0.108±0.005 | 0.119±0.004 | 0.05 | 0.812 |
43 | Asparagineab | 23.308 | 231 | 95 | 4.276±0.407 | 4.110±0.323 | 0.467 | 0.799 |
44 | Arabinosea | 23.586 | 217 | 90 | 0.142±0.007 | 0.126±0.003 | 0.004 | 0.983 |
45 | α-Aminoadipic acida | 24.027 | 260 | 89 | 0.052±0.004 | 0.042±0.003 | 0.001 | 0.885 |
46 | Phosphoric acid, 2,3- hydroxypropyl estera | 25.049 | 357 | 84 | 0.063±0.005 | 0.071±0.004 | 0.147 | 0.827 |
47 | 2-keto-1-guconic acida | 25.193 | 292 | 92 | 0.111±0.005 | 0.114±0.004 | 0.526 | 0.679 |
48 | Fructofuranosea | 25.906 | 217 | 85 | 0.294±0.035 | 0.390±0.054 | 0.033 | 0.796 |
49 | Citratea | 26.062 | 273 | 94 | 0.436±0.030 | 0.515±0.031 | 0.05 | 0.811 |
50 | Pinitola | 26.412 | 217 | 90 | 8.838±0.361 | 8.151±0.154 | 0.017 | 0.839 |
51 | Adeninea | 26.701 | 264 | 92 | 0.077±0.005 | 0.078±0.004 | 0.702 | 0.619 |
52 | Fructosea | 27.098 | 217 | 93 | 0.524±0.057 | 0.710±0.070 | 0.004 | 0.871 |
53 | Sorbosea | 27.279 | 217 | 89 | 0.628±0.070 | 0.899±0.100 | 0.001 | 0.895 |
54 | Galactopyranosidea | 27.506 | 204 | 88 | 1.529±0.106 | 2.139±0.054 | 0.002 | 0.896 |
55 | Galactosea | 27.542 | 319 | 86 | 0.940±0.120 | 0.946±0.067 | 0.001 | 0.652 |
27.765 | 319 | 90 | ||||||
56 | Histidineab | 27.627 | 254 | 84 | 0.206±0.027 | 0.262±0.023 | 0.005 | 0.874 |
57 | Ethyl-glucopyranosidea | 28.138 | 204 | 84 | 0.404±0.071 | 0.497±0.056 | 0.003 | 0.725 |
58 | Glucosea | 28.844 | 204 | 93 | 0.180±0.017 | 0.291±0.045 | 0.005 | 0.881 |
31.282 | 319 | 87 | ||||||
34.968 | 204 | 91 | ||||||
59 | Gluconic acida | 29.110 | 333 | 80 | 0.106±0.005 | 0.132±0.004 | 0.001 | 0.925 |
60 | Tryptophanab | 32.253 | 202 | 93 | 0.324±0.029 | 0.343±0.023 | 0.223 | 0.763 |
61 | Lactulosea | 33.610 | 204 | 82 | 0.047±0.002 | 0.049±0.002 | 0.472 | 0.812 |
62 | Glyceryl-glycosidea | 33.813 | 204 | 90 | 0.175±0.012 | 0.172±0.004 | 0.748 | 0.618 |
63 | Glucuronic acida | 34.502 | 204 | 80 | 0.131±0.004 | 0.124±0.004 | 0.118 | 0.834 |
64 | Uridinea | 35.220 | 217 | 90 | 0.189±0.008 | 0.164±0.007 | 0.001 | 0.829 |
65 | 2-Monopalimitoylglycerola | 36.077 | 129 | 88 | 0.043±0.001 | 0.041±0.002 | 0.254 | 0.719 |
66 | Monopalmitina | 36.399 | 371 | 81 | 0.690±0.062 | 0.951±0.053 | 0.001 | 0.968 |
67 | Turanosea | 36.585 | 361 | 82 | 0.074±0.003 | 0.082±0.003 | 0.035 | 0.917 |
68 | 2-Monostearina | 37.922 | 129 | 80 | 0.077±0.004 | 0.077±0.003 | 0.817 | 0.578 |
69 | Monostearina | 38.317 | 399 | 86 | 0.163±0.006 | 0.188±0.007 | 0.003 | 0.915 |
70 | Gentiobiosea | 39.690 | 204 | 83 | 0.035±0.002 | 0.039±0.002 | 0.063 | 0.775 |
RT = retention time of compound.
a Identified by NIST data base.
b Identified by our in-house mass spectra library.
Data from inoculated and control groups was the average of the sum of the normalised data of the compound at each time point, which presented as Mean±SE (n = 3). The data were evaluated by a two-way analysis of variance, through which the p value was calculated. The data were determined at 2, 4, 6, 8, 12, 16, 20, 24, 26 and 28 dpi, dpi (day post inoculation). The variable importance values (VIP) were obtained through OPLS-DA analyses.